Machine Learning Manager

Há 3 dias

Lisboa, Portugal Tripadvisor Tempo inteiro

.We believe that we are better together, and at Tripadvisor we welcome you for who you are. Our workplace is for everyone, as is our people powered platform. At Tripadvisor, we want you to bring your unique identities, abilities, and experiences, so we can collectively revolutionize travel and together find the good out there. Tripadvisor is the web's leading travel information site. At Tripadvisor, the Machine Learning Team creates systems that influence the travel decisions of millions of people per day. It applies cutting-edge machine learning techniques to a wide variety of areas, including recommenders, vision, information retrieval, and natural language processing. To ensure continued success, Tripadvisor promotes a culture of personal development, including social activities, journal clubs, memberships in online learning resources, and participation in industry conferences. Have a great time while shaping the future of travel The Tripadvisor Machine Learning Team is looking for an exceptional individual to lead a team working on designing and building next-generation AI systems to understand our travelers and products and improve customer experience. Our work will significantly improve our ability to offer travelers the broadest, most relevant travel products. You will lead a team of highly talented ML Engineers focusing on content-related or search-related AI projects. Our initiatives aim to enhance user-generated content accessibility for travelers through AI Review Summaries, Collections, Auto-Tagging & Knowledge Graphs, topic classification, machine translation, and more. This foundational work improves travelers' exploration of our content and plan their dream vacation You'll work with cutting-edge technologies including Natural Language Understanding, Large Language Models (LLMs), Knowledge Graphs, and GenAI. What You'll Do: Lead and mentor a team of machine learning engineers, fostering a culture of collaboration, innovation, and continuous learning. Set clear goals and expectations for the team, and provide regular feedback and coaching to help them grow both technically and professionally. Develop and implement strategies to attract, retain, and develop top talent in the machine learning engineering field. Oversee the end-to-end development and deployment of machine learning models and systems, ensuring high quality, reliability, and scalability. Collaborate with cross-functional teams including product managers, software engineers, and data scientists to define project requirements, timelines, and deliverables. Monitor project progress, identify risks and challenges, and proactively take steps to address them to ensure successful project outcomes. Provide technical guidance and expertise to the team, helping to solve complex technical challenges and drive innovation in machine learning algorithms and techniques

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